Estimation of winter wheat crop growth parameters using time series Sentinel-1A SAR data

Estimation of crop variables using bistatic scatterometer data and artificial neural network trained by empirical models

(2016) Dileep Kumar Gupta et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Coupling SAR C-Band and Optical Data for Soil Moisture and Leaf Area Index Retrieval Over Irrigated Grasslands

(2016) Nicolas N. Baghdadi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Assimilation of LAI and Dry Biomass Data From Optical and SAR Images Into an Agro-Meteorological Model to Estimate Soybean Yield

(2016) Julie Betbeder et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Crop Monitoring Based on SPOT-5 Take-5 and Sentinel-1A Data for the Estimation of Crop Water Requirements

(2016) Ana Navarro et al.   Remote Sensing

Bistatic measurements for the estimation of rice crop variables using artificial neural network

(2015) D.K. Gupta et al.   ADVANCES IN SPACE RESEARCH

Evaluation of ALOS/PALSAR L-Band Data for the Estimation of Eucalyptus Plantations Aboveground Biomass in Brazil

(2015) Nicolas Baghdadi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Comparison of different regression models and validation techniques for the assessment of wheat leaf area index from hyperspectral data

(2015) Bastian Siegmann et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparison of support vector machine, artificial neural network, and spectral angle mapper algorithms for crop classification using LISS IV data

(2015) Pradeep Kumar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data

(2015) Iftikhar Ali et al.   Remote Sensing

Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an agricultural setting (Southern Spain)

(2014) Victor Rodriguez-Galiano et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Retrieval of Wheat Growth Parameters With Radar Vegetation Indices

(2013) Yihyun Kim et al.   IEEE Geoscience and Remote Sensing Letters

Multiyear independent validation of the water cloud model for retrieving maize leaf area index from SAR time series

(2013) Emilie Beriaux et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas

(2013) Francesco Vuolo et al.   Remote Sensing

Potential for High Resolution Systematic Global Surface Soil Moisture Retrieval via Change Detection Using Sentinel-1

(2012) Michael Hornacek et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

(2012) Onisimo Mutanga et al.   International Journal of Applied Earth Observation and Geoinformation

Forest attribute imputation using machine-learning methods and ASTER data: comparison of k-NN, SVR and random forest regression algorithms

(2012) Shaban Shataee et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Relationship between X-band backscattering coefficients from high-resolution satellite SAR and biophysical variables in paddy rice

(2012) Yoshio Inoue et al.   Remote Sensing Letters

Support Vector Regression for the Estimation of Forest Stand Parameters Using Airborne Laser Scanning

(2011) Jean-Matthieu Monnet et al.   IEEE Geoscience and Remote Sensing Letters

Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation

(2011) D. Tuia et al.   IEEE Geoscience and Remote Sensing Letters

Estimation of kidney bean crop variables using ground-based scatterometer data at 9.89 GHz

(2011) Rajendra Prasad   INTERNATIONAL JOURNAL OF REMOTE SENSING

Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3

(2011) Jochem Verrelst et al.   REMOTE SENSING OF ENVIRONMENT

Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data

(2010) Imen Gherboudj et al.   REMOTE SENSING OF ENVIRONMENT